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While a Harris victory would no doubt ensure smoother negotiations, there’s still Congress to deal with.

Less than a week after election night in the U.S., the United Nations’ annual climate conference begins in Azerbaijan. COP29, as this year’s conference is called, has climate finance and carbon markets on the agenda. It’s no secret that the outcome of the U.S. presidential election could shift the tenor of negotiations significantly on both topics. Everyone knows there’s one candidate who’s better for the climate and one who will be much, much worse.
Even if Harris wins, however, the United States may well continue to shirk its global climate finance obligations. If the U.S. can’t deliver on what it promises at COP29, it may not matter what actually happens there.
Negotiators at COP29 are tasked with setting what’s called the New Collective Quantified Goal on climate finance, a goalpost for the amount of cash governments must put up to meet global climate investment needs. Global South countries excluding China have suggested that they require more than $1 trillion per year in external finance to meet their climate targets. An agreed-upon NCQG will also help all countries flesh out the latest iteration of their national climate plans, also known as Nationally Determined Contributions, as required by the Paris climate agreement.
And yet preliminary discussions over the summer were inconclusive, not just on the NCQG target itself but also on which countries are expected to contribute and what kinds of financing (e.g. public, private, loans, grants) will count toward it. More controversially to some climate activists and civil society groups, negotiators are also using COP29 to finalize a framework for the implementation of Article 6 of the Paris Agreement, which calls for the creation of a global carbon credit market, which countries could use to trade emissions reductions and contribute to each others’ NDCs.
To put it simply: If Donald Trump wins, not much of this will matter. President Biden’s negotiators can still endorse ambitious NCQG and Article 6 targets, but there’s no evidence a second Trump administration will commit to delivering on them. Should Trump win, the U.S. will almost certainly cut itself out of the global climate finance architecture a second time. The Heritage Foundation’s Project 2025 plan, authored largely by Trump associates, not only calls for the U.S. to slash global climate and development funding (as Trump already called for in his first term) but also to withdraw from global negotiating fora entirely. In the breach, Trump administration diplomats will likely stress the importance of gas and non-renewable energy technologies (such as carbon capture) with an emphasis on ensuring domestic energy security and affordability, even as they prepare to gut most if not all of the Inflation Reduction Act and the Bipartisan Infrastructure Law.
A Kamala Harris victory next week will assuredly be much better for both global emissions reductions and the climate diplomacy landscape. While she has outlined no specific proposals for global climate policy in particular, there is also no evidence that she will renege on any U.S. global commitments made in the past four years or attempt to repeal any climate laws.
As president, she will likely preserve President Biden’s key global climate and development policy initiatives, including the Just Energy Transition Partnerships and the Partnership for Global Infrastructure and Investment. She will also likely support the Biden administration’s push to see the multilateral development banks support more investments in climate and development, particularly through mobilizing the private sector. The current World Bank President, Ajay Banga, was nominated by the United States in early 2023 after serving as co-chair of the Partnership for Central America, a private sector-backed economic development initiative launched by Vice President Harris herself as part of her broader engagement with the region. Their shared history suggests that they will continue collaborating on good terms if Harris is elected.
While none of this is directly connected to COP29 (and putting doubts about the efficacy of these programs aside), it speaks to the Biden-Harris administration’s commitment to, at the very least, platforming global climate and development issues. But will Harris actually deliver on the U.S.’s commitments to the NCQG or otherwise meaningfully increase the amount of public spending devoted to global climate and development goals? Probably not ― although in that case, Congress will be the more likely culprit, not her.
Attempts to appropriate additional funds for global climate programs are cursed with a severe case of legislative inertia. Congress did not significantly slash funding for global climate priorities during the first Trump presidency, but it also did not raise it much during the Biden presidency. Last year’s bipartisan debt limit negotiations didn’t help, of course. But even in the early Biden presidency, when Democrats had their narrow trifecta, Congress massively undershot Biden’s budget requests for global climate-related priorities. In fiscal year 2022, Congress passed less than half of what Biden requested; since then, presidential requests for global climate spending have ballooned in size, while appropriations have stayed flat.
This divergence reflects a stable short-term equilibrium: The Biden administration can showcase the full range of its commitments and bona fides and blame Congress for its failure to deliver on any of them, while Congress can coast on the spending cap deals it made to avoid government shutdowns. But it also ignores the planet-sized elephant in the room — that there’s been no new spending on mitigating climate change. Regardless of who is president, there’s only so much discretionary funding they can ever reallocate toward priority programs absent additional appropriations.
(Here it seems pertinent to remind everyone that the U.S. has never endorsed the global consensus framework of “common but differentiated responsibilities,” which would mean acknowledging a quasi-legal obligation to provide climate finance to Global South countries, on account of the fact that Congress has never been enthusiastic about this. The chances that anyone changes their tone are slim.)
In summary, even if Harris comes out on top on Tuesday, the U.S. will still be stuck in a holding pattern with respect to its global climate priorities. This puts the Biden administration’s COP29 negotiators in a vise: Pushing for a low NCQG gives other countries ground to criticize the U.S.’s inadequate ambition and care for the Global South relative to its ability to contribute, but pushing for an ambitious NCQG also gives other countries greater reason to criticize the U.S. if it fails to deliver. Ambition was never the problem; it has always been the delivery.
Optimistically, a Harris victory at least prevents the U.S. from being a roadblock to other countries’ climate action. But at a time when major Global North donor countries are cutting their aid budgets, American unwillingness to finance solutions to global climate and development challenges makes the rest of the world more dependent on private capital and, in turn, more vulnerable to market downturns, interest rate hikes, and capital outflows. (Alternatively, it makes Global South countries more dependent on petrostate wealth and Chinese imports for macroeconomic stability, although they may be less able to count on large Chinese capital inflows from here on out.) As expert report after expert report has detailed, climate change mitigation or adaptation simply will not happen at scale across the Global South without substantial new external financing.
Still, in lieu of new financing, a Harris administration could stress that efforts to catalyze private investment in the Global South (including through voluntary carbon markets) and reform global taxation also contribute to global decarbonization. And it could continue to argue that the U.S. is doing its part to decarbonize if it manages to pass more landmark climate and green industrialization laws like the Inflation Reduction Act. But it would be false to argue ― as President Biden and Treasury Secretary Janet Yellen have done at times, particularly in 2022 ― that the Inflation Reduction Act helps lower the cost of clean tech uptake across the Global South. This is not true — the credit for making clean technology, particularly solar energy, cheaper and more accessible for the Global South goes decisively to China. The U.S. is nowhere close to becoming a major clean technology exporter or a bona fide partner in green industrial transformation for any Global South country, policymakers’ pretensions to the contrary.
One prominent member of Harris’s advisory team, President Biden’s former National Economic Council Director Brian Deese, is trying to change that, advancing ideas like a “Clean Energy Marshall Plan” as an opportunity to deliver on both domestic industrial policy priorities and demands for global leadership vis-a-vis China; his writing exemplifies how American climate diplomacy is being subsumed into national security planning. (Deese is also a Heatmap contributor.) Tactically, this might work in the near-term: The bill to reauthorize the Development Finance Corporation, which would boost the U.S.’s ability to invest in decarbonization-related priorities across the Global South and particularly critical minerals supply chains, cleared the House Foreign Affairs Committee with bipartisan support over the summer. But this is not a strategy that on its own centers the climate and development needs of Global South countries.
So while a Democratic victory next week would certainly be a step toward continued climate action, and while what the Biden administration negotiates at COP29 will at least set a floor for future U.S. commitments (even if that floor is performative), we won’t see a major departure from the status quo unless a Harris administration can convince legislators that American leadership requires a lot more American money.
“We are not going back” ― this much is true. But it would be nice to go forward, too.
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The data center boom is everywhere you look in U.S. economic and emissions data.
This is an edition of Heatmap Daily, an evening review of the day’s news written by our executive editor. Sign up for it here.
It isn’t exactly a new thought, but I’ve been struck recently by how many trends in America’s economic and environmental data are fundamentally about the data center boom and the return of electricity demand:
First, the Energy Information Administration reported this week that U.S. emissions grew by more than 2% last year, driven by surging electricity demand and an increase in coal-fired generation.What caused that higher power demand? New factories and data centers — as well as record summertime cooling demand.
Second, many of the new factories driving that higher power demand are themselves producing goods that are … let’s say … data center-adjacent. There are the enormous new semiconductor fabs, of course. But Ford and General Motors have also set up new production lines (or repurposed old ones) to manufacture grid-scale batteries to meet power demand.
Third, take a look at the recent U.S. spending on private non-residential construction — in other words, everything American companies are building that is not houses, condos, or apartments.
The construction industry’s spent almost $60 billion on data centers over the past year, which is more than it spent on all other office buildings combined (and more than it spent building warehouses, too). Just a handful of categories — data centers, power plants, electricity infrastructure, and certain kinds of electronics manufacturing — now make up a third of all U.S. private non-residential construction investment. They’ve never made up such a large share of construction spending since data collection began in 2014.
As The New York Times recently noted, the American economy is unusually dependent on the American stock market right now — and the stock market is unusually dependent on artificial intelligence. This week, investors started to balk at the enormous spending hyperscalers are planning to keep building out the AI boom; Alphabet’s shares dropped 8% this week after it boosted its planned 2026 capital expenditure and signaled 2027 will be even bigger. If the data center boom started to slow down in earnest, then more than just that budget will change.
Speaking of which, my colleague Emily Pontecorvo wrote earlier this week about how many businesses are struggling to even estimate their carbon emissions from artificial intelligence. The carbon accounting startup Watershed recently unveiled a new formula to help companies get a sense of their AI-related emissions.
But even that formula is still limited by the amount of data hyperscalers publish — and they don’t publish that much. Google, for instance, is the only AI company that has (laudably) provided estimates of its emissions on a per-prompt basis. Yet no company has published its per-token emissions, or how emissions sync up with particular models or regions.
So Emily asked Google: Why aren’t you — or any other model provider — disclosing this kind of data yet?
The tech company didn’t get back to us until after we’d published Emily’s story. But its response was interesting enough that I wanted to quote some of it here.
The problem is “industry consensus,” Cooper Elsworth, a Google spokesperson, told us. “There is currently very little consensus on how to comprehensively and fairly measure the serving environmental impact of generative AI (such as text generation),” he wrote. “Without standardized, ‘apples-to-apples’ frameworks, it is difficult to compare different providers accurately.”
That’s partly because energy use — and emissions data — can vary from site to site and depend on “custom-built hardware, software compilers, and advanced inference techniques.” And he claimed Google doesn’t always have the measurement hardware in place to provide such specific estimates: “Providing precise, repeatable data requires highly advanced measurement infrastructure,” he said. “For example, software-based energy monitoring tools often suffer from sampling biases. For our study, we had to step away from top-down averages and directly measure actual energy at the physical power supply unit (PSU) level across our deployed fleet. Not all providers have the telemetry or data sets required to benchmark their operations at this level of granularity.”
Read Emily’s story to understand the other reasons why estimating — or even “guesstimating” — AI-related carbon emissions is so challenging.
A conversation with Emma Uridge of the Kansas Health Institute.
This week’s conversation is with Emma Uridge, analyst with the Kansas Health Institute. Uridge spent copious hours analyzing state and local laws on data center development to best understand how policymakers are responding to the potential environmental public health impacts of large AI infrastructure, including power and water. The report, which came out this week, also goes in depth into those health impacts. I reached out to her to discuss what she sees as must-watch territory for our readers on this emerging policy arena.
Our conversation was lightly edited for clarity.
What is actually being done on policy when it comes to data centers — beyond moratoria of course?
So first I’d like to just talk about the point of moratoria. It’s helpful to talk about how these policies emerge in the first place. One area where moratoria are helpful is when a data center is proposed but the county has no approach for how they’d like to potentially regulate them. That’s temporary, most of the time. It lets local governments conduct research on the various impacts and also negotiate community benefits, ones that can mitigate any potential negative impacts — like Lancaster Pennsylvania, which instituted a community benefit agreement that maximized the potential benefits of development while mitigating what large data centers can do. That agreement looked at capping municipal water use at 20,000 gallons per day and requiring 100% clean energy. It had financial penalties for non-compliance. The company also committed $20 million to their local economic development and clean energy fund. There are ways to negotiate with developers.
We also see amendments to existing zoning. Data center proposals are increasingly popping up in rural areas, many of which are unzoned, so there’s no way a county can negotiate unless there’s a moratorium in place.
Other policy solutions include different performance standards or requiring on-site renewable energy, like what Jefferson County, Missouri, looked at. Also setback requirements, mandatory noise buffers, ending by-right zoning.
Where are local governments getting ideas for regulating data centers?
A lot of the technical information comes from developers. That can in cases be seen as a biased source of information. I wouldn’t say there’s a dedicated group providing assistance to local governments when a project is proposed — which is a similar story to wind industry development, where we have only a handful of consultants who provide technical advice. It can be really helpful to get a multi-disciplinary approach to hearing information. It can be helpful to have the utility commission, public health folks, those in academia, as well as the developer.
As of right now, especially in rural areas, local governments have a hard task of balancing pushback while getting the most accurate, evidence-based, neutral information to make decisions. That balance can be contentious.
What is the federal government doing on data center policy? How is the Trump administration approaching it?
A few things there. In the early days, the drive was for AI expansion and to be competitive with foreign adversaries. Now due to the amount of public pushback in red and blue localities and a more cautious approach.
I’m not seeing a lot of actual policy movement at this time.
I know the EPA is looking at the chemicals used in cooling data centers because when that water is cycled through the system, some of it is discharged into the water system, so they’re looking at the Toxic Substances and Control Act for monitoring that.
How much of an impact does this minimal federal role have on industry behavior?
Y’know, this isn’t specific to data centers. This is true for all kinds of large-scale development: there’s a need to require some sort of federal monitoring and regulation.
That’s where I see an emerging role for public health. At the federal level, there could be policy movement towards requiring some sort of environmental monitoring at data centers to make sure they’re operating responsibility. Looking at specific water use relative to water availability and what happens when there’s a time of severe, persistent drought. With air quality too — we’ve seen areas where the grid isn’t as reliable so their diesel generators are kicking on more and affecting air quality for residents.
We’re just not seeing all of that right now. We need corporate disclosure.
What do you see as the most important public health impacts from data center development?
It varies by localities. The most discussed obviously is water usage. One thing I’d note about my conversations with folks enthusiastic around emerging tech is, there are still questions that need to be asked about the capacity of localities to support a data center. Like a small town in Kansas may only be using 40% of their water for their utility needs. If a data center came online, how much of that water goes to the data center?
One area underexplored within the public health discipline is energy poverty and energy security. The ability of a household to meet the needs of everything energy provides in our lives. It’s known we have an aging electric grid but we’re not talking enough about large-scale blackouts when the grid is not sufficient to support some of these new data centers.
Plus more of the week’s big development fights.
1. Laramie County, Wyoming — Meta is fighting the fine it received in the Cheyenne data center water pollution controversy, and the conflict between the tech giant and the city’s small board of public utilities is continuing to spill out into the public.
2. Niagara County, New York — This county just rejected a solar project’s highway work permits in a show of retaliation against the state’s Office of Renewable Energy Siting.
3. Barron County, Wisconsin — The anti-solar protest is the new campaign stop in deep red Wisconsin.
4. Chesapeake, Virginia — A large battery storage project on the Virginia coastline is on the rocks amidst rampant local opposition.
5. Lewis County, West Virginia — West Virginia is now a key battleground in the fight over transmission, as a line spanning all of West Virginia and Maryland — and cutting through Data Center Alley in Virginia — causes compounding consternation.